{"id":440,"date":"2026-04-15T10:20:09","date_gmt":"2026-04-15T14:20:09","guid":{"rendered":"https:\/\/www.sigmia.com\/the-rise-of-ai-workslop-low-quality-work-generated-by-ai\/"},"modified":"2026-09-09T22:37:17","modified_gmt":"2026-09-10T02:37:17","slug":"the-rise-of-ai-workslop-low-quality-work-generated-by-ai","status":"publish","type":"post","link":"https:\/\/www.sigmia.com\/en-ca\/the-rise-of-ai-workslop-low-quality-work-generated-by-ai\/","title":{"rendered":"The Rise of AI Workslop: Low-quality Work Generated by AI"},"content":{"rendered":"\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Artificial intelligence (AI) is an incredibly powerful tool that can draft an email, create a presentation, or summarize a meeting in seconds. More and more people use it to complete professional tasks and save time. However, this effort-free content is often low quality. This phenomenon has a name: AI workslop.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 id=\"what-is-ai-workslop\">What is AI workslop?<\/h2>\n<p>The word \u201cslop\u201d originally means mush. Named word of the year in 2025 by Merriam-Webster, it has taken on a new meaning: low-quality digital content, typically produced in large quantities using artificial intelligence.<\/p>\n<p>It refers to the growing volume of AI-generated content flooding social media\u2014and more broadly, the internet\u2014blurring the line between what is real and what is not.<\/p>\n<p>A similar pattern is now appearing in the workplace: employees use AI to produce content that looks polished at first glance but lacks substance or contains errors. Researchers at Stanford University have labeled this practice \u201cAI workslop.\u201d<\/p>\n<p><b>More to read:<\/b> <a href=\"\/en-ca\/blog\/ai-the-9-challenges-hr-must-address-in-2026\/\"><b>9 AI challenges HR must adress in 2026<\/b><\/a><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-cta section-block themed accent yellow\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8 col-content\">\n\t\t\t\t\t\t<div class=\"content-wrapper themed yellow\">\n\t\t\t\t\t\t\t<div class=\"texts\">\n\t\t\t\t\t\t\t\t<h2 class=\"title title-3\">Ready to integrate AI effectively into your HR operations?\n<\/h2>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"btns\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\/en-ca\/meeting-info-request-HP\/\"\n\t\t\t\tclass=\"button button-primary\"\n\t\t\t\t\t\t\t\t\t\t\t\t>\n\t\t\t\t<span class=\"button-mask\">\n\t\t\t\t\t<span class=\"mask-label\">Let&#8217;s talk<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span aria-hidden=\"true\" class=\"mask-extra-label\">Let&#8217;s talk<\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 id=\"what-explains-its-emergence\">What explains its emergence?<\/h2>\n<p>Since the launch of ChatGPT in late 2022, generative AI has rapidly entered the workplace. While organizations see it as a way to boost productivity, many have yet to establish clear policies around its use.<\/p>\n<p>As a result, employees often rely on it daily\u2014sometimes without management\u2019s awareness\u2014<b>in what is commonly referred to as shadow AI.<\/b><\/p>\n<p>Without proper training, many treat AI like a simple search engine, overlooking its limitations and potential for error. Few know how to write detailed prompts that would lead to higher-quality outputs. The result: large volumes of content that appear professional but fail to deliver real value.<\/p>\n<p><b>Read more:<\/b> <a href=\"\/en-ca\/blog\/ai-in-the-workplace-why-are-hr-teams-on-the-front-line\/\"><b>AI in the workplace: why are HR teams on the front line<\/b><\/a><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 id=\"what-is-the-impact-of-ai-workslop\">What is the impact of AI workslop?<\/h2>\n<p>To measure the scale of the issue, Stanford researchers surveyed 1,150 U.S. employees. Forty percent reported receiving low-quality AI-generated work in the past month.<\/p>\n<p>This content came from:<\/p>\n<ul>\n<li>colleagues (40%)<\/li>\n<li>subordinates (18%)<\/li>\n<li>and even managers (16%)<\/li>\n<\/ul>\n<p>While companies invest in AI to increase productivity and profitability, the reality can be quite different. The study found that AI workslop can:<\/p>\n<ul>\n<li><b>Slow down work<\/b><br \/> Employees spend significant time reviewing, correcting, or redoing poor-quality content.<\/li>\n<li><b>Increase costs<\/b><br \/> This extra work can represent substantial hidden costs at scale.<\/li>\n<li><b>Damage trust and collaboration<\/b><br \/> Receiving low-quality work from a colleague creates frustration and can erode trust.<\/li>\n<\/ul>\n<p>Those who received this type of content reported feeling:<br \/> \u2022 annoyed<br \/> \u2022 confused<br \/> \u2022 sometimes even offended<\/p>\n<p>They also perceived the sender as less capable, less reliable, and less thoughtful.<\/p>\n<p>Over time, this weakens team cohesion and can reduce willingness to collaborate.<\/p>\n<p>Ultimately, AI workslop can harm a company\u2019s reputation. Generic communication, weak proposals, or decisions based on inaccurate information create a poor impression and may lead to lost business.<\/p>\n<p><b>More to read:<\/b> <a href=\"\/en-ca\/blog\/ai-human-skills-hr-challenges\/\"><b>AI and human skills: the role of HR in organizations<\/b><\/a><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-cta section-block themed accent yellow\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8 col-content\">\n\t\t\t\t\t\t<div class=\"content-wrapper themed yellow\">\n\t\t\t\t\t\t\t<div class=\"texts\">\n\t\t\t\t\t\t\t\t<h2 class=\"title title-3\">Empower your HR teams with the right tools\n<\/h2>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"btns\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\/en-ca\/meeting-info-request-HP\/\"\n\t\t\t\tclass=\"button button-primary\"\n\t\t\t\t\t\t\t\t\t\t\t\t>\n\t\t\t\t<span class=\"button-mask\">\n\t\t\t\t\t<span class=\"mask-label\">Talk to an expert<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span aria-hidden=\"true\" class=\"mask-extra-label\">Talk to an expert<\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t\t<section class=\"blog-content section-block black themed no-background\" data-scroll-section>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\t<div class=\"top\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 id=\"how-should-hr-respond\">How should HR respond?<\/h2>\n<p>HR plays a key role in maintaining work quality and protecting company culture. Here are a few ways to address AI workslop:<\/p>\n<p><b>Set clear guidelines<\/b><br \/> Define when and how AI should be used\u2014and where human judgment is essential.<\/p>\n<p><b>Train your teams<\/b><br \/> Help employees use AI effectively. Better prompts lead to better results, but human review remains critical.<\/p>\n<p><b>Encourage transparency<\/b><br \/> Promote openness about AI usage to maintain trust across teams.<\/p>\n<p><b>Prioritize quality over speed<\/b><br \/> Adjust expectations and evaluation criteria to value depth, accuracy, and critical thinking.<\/p>\n<p><b>Use AI where it adds value<\/b><br \/> Leverage AI for tasks like data analysis, but rely on humans for decision-making and interpersonal situations.<\/p>\n<p><b>Lead by example<\/b><br \/> Use AI responsibly within HR practices, while preserving human interaction where it matters most.<\/p>\n<p><b>Read more:<\/b> <a href=\"\/en-ca\/blog\/ai-in-the-workplace-why-are-hr-teams-on-the-front-line\/\"><b>AI in the workplace: why are HR teams on the front line<\/b><\/a><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\n\n\t<section class=\"blog-faq section-block black themed no-background\" data-scroll-section>\n\t\t<div class=\"container\">\n\t\t\t<div class=\"row row-main\">\n\t\t\t\t<div class=\"col-md-8\">\n\t\t\t\t\t\n\t\t\t\t\t<h2 class=\"title-2\">FAQ\n<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"text\">\n\t\t\t\t\t\t\t<p><b>More to read:<\/b><\/p>\n<ul>\n<li><a href=\"\/en-ca\/blog\/ai-must-operate-in-a-secure-compliant-environment\/\"><b>By 2030, HR will not do the same job<\/b><\/a><\/li>\n<li><a href=\"https:\/\/www.sigmia.com\/en-ca\/blog\/what-ai-should-not-do-for-your-hr\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><b>What AI should NOT do for your HR<\/b><\/a><\/li>\n<li><a href=\"\/en-ca\/blog\/when-voice-control-makes-its-way-into-hris\/\"><b>When voice control makes its way into HR<\/b><\/a><\/li>\n<li><a href=\"https:\/\/www.sigmia.com\/en-ca\/blog\/hr-statistics-key-figures-for-2026\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><b>HR statistics: key figures for 2026<\/b><\/a><\/li>\n<li><a href=\"https:\/\/www.sigmia.com\/en-ca\/blog\/what-is-a-no-code-solution\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><b>What is a no-code solution<\/b><\/a><\/li>\n<li><a href=\"\/en-ca\/blog\/how-can-companies-make-better-use-of-ai\/\"><b>Innovation, Control and the Rise of AI: A New Challenge for HR<\/b><\/a><\/li>\n<li><a href=\"\/en-ca\/blog\/vibe-coding-hr\/\"><b>What is &#8220;vibe coding,&#8221; and why should HR care?<\/b><\/a><\/li>\n<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"row row-faq\">\n\t\t\t\t\t\t\t\t\t<div class=\"col-md-8 right-column\">\n\t\t\t\t\t\t<div class=\"open-collapse-container\" data-collapser-module=\"default\">\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"78174fbadab37d2eda332abe17c3bd310\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-78174fbadab37d2eda332abe17c3bd310\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>Is AI workslop widespread?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-78174fbadab37d2eda332abe17c3bd310\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>Yes. Many employees already use AI daily, often without clear guidelines, increasing the risk of low-quality outputs.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"761071d2062d0853176d15031a936d161\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-761071d2062d0853176d15031a936d161\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>How can you recognize low-quality AI content?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-761071d2062d0853176d15031a936d161\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>It often looks structured but lacks depth, contains inaccuracies, or feels overly generic.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"529ebeb040b9382da3a93bd005d7acea2\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-529ebeb040b9382da3a93bd005d7acea2\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>Why does it happen?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-529ebeb040b9382da3a93bd005d7acea2\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>Mostly due to lack of training and clear frameworks. AI is used quickly, without proper validation.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"d1c83736a61c1c62c070c962ca81549c3\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-d1c83736a61c1c62c070c962ca81549c3\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>Is it a tool issue or a usage issue?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-d1c83736a61c1c62c070c962ca81549c3\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>Primarily a usage issue. When used well, AI improves quality. When misused, it amplifies mistakes.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"5f7f3c10274091f42223d1e1cc3a2b664\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-5f7f3c10274091f42223d1e1cc3a2b664\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>Can it impact business performance?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-5f7f3c10274091f42223d1e1cc3a2b664\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>Yes. It leads to time loss, higher costs, and weaker outputs.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"9ec374ca7ab3ccd8aa6751c179a5ba1e5\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-9ec374ca7ab3ccd8aa6751c179a5ba1e5\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>What role should HR play?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-9ec374ca7ab3ccd8aa6751c179a5ba1e5\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>HR should define guidelines, train teams, and ensure responsible integration of AI.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"c293a3d853b1a529637fc27ca0f7314c6\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-c293a3d853b1a529637fc27ca0f7314c6\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>Should AI use be restricted?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-c293a3d853b1a529637fc27ca0f7314c6\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>No. The goal is to manage it effectively\u2014not limit it.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"open-collapse-wrapper\" data-collapser=\"39cc7a0b132ea5c52dac93df0e6a2b417\">\n\t\t\t<button type=\"button\" id=\"collapseTitle-39cc7a0b132ea5c52dac93df0e6a2b417\" class=\"open-collapse-title\" data-collapser-controller>\n\t\t\t\t<p>How can quality improve quickly?<\/p>\n\t\t\t\t<span class=\"toggle-btn button button-icon\" aria-hidden=\"true\"><\/span>\n\t\t\t<\/button>\n\t\t\t<div id=\"collapseContent-39cc7a0b132ea5c52dac93df0e6a2b417\" class=\"open-collapse-content\" data-collapser-content>\n\t\t\t\t<div class=\"oc-content-mask\">\n\t\t\t\t\t<div class=\"oc-content-inner\">\n\t\t\t\t\t\t<p>By improving prompt writing, enforcing review processes, and setting clear expectations.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\/\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is AI workslop widespread?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>Yes. Many employees already use AI daily, often without clear guidelines, increasing the risk of low-quality outputs.<\/p>\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"How can you recognize low-quality AI content?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>It often looks structured but lacks depth, contains inaccuracies, or feels overly generic.<\/p>\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Why does it happen?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>Mostly due to lack of training and clear frameworks. AI is used quickly, without proper validation.<\/p>\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is it a tool issue or a usage issue?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>Primarily a usage issue. When used well, AI improves quality. When misused, it amplifies mistakes.<\/p>\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can it impact business performance?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"<p>Yes. 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